aiqbench analysis

The piece describes a team shifting code review from a final human gate to a continuous process in which an AI model (Claude) reviews changes before a colleague sees them. The claim that most changes are reviewed and fixed by the model first is a description of internal workflow, not independent evidence of quality. Readers evaluating AI coding tools should look for data on defect rates, missed bugs, and how review burden actually shifts across the team.